Real-world data analysis on effectiveness of integrative therapies: A practical guide to study design and data analysis using healthcare databases by Ye-Seul Lee, Yoon Jae Lee, In-Hyuk Ha

“…Real world data (RWD) is increasingly used to investigate health outcomes and treatment efficacy in the field of integrative medicine. …”
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Comparative Effectiveness of Tuberculosis Treatment Daily versus Intermittent Regimen in Indonesian TB-DM Patients: Real World Patient Database Study by Angelina Siane, Purwantyastuti Ascobat, Instiaty Instiaty, Heidy Agustin

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The Effect of Data Conversion Methods (Naive Bayes, C5.0 & Support Vector Machine) on the Performance of Classification Algorithms in Data Mining by Hussein Ali Attallah, Ahmed Al-Asadi, Doctor, Sadeer Sadeq

“…It was aimed to examine the effects of data transformation on naive Bayes (NB), C5.0 and support vector machines (SVM) by applying minimum-maximum and z-score normalisation and equal width and equal frequency spacing discrimination methods to different types of data produced by simulation. …”
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The Effect of Big Data Analysis Capabilities on Organizational Energy: An Empirical Study in the Directorate of Civil Affairs, Residence, and Passports in Nineveh Governorate –IRAQ by Rabee Ali Zaker

“…Findings: The findings reveal that Big data with all its dimensions combined has a significant and positive effect on organizational energy. …”
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The impact of oral semaglutide on glycemic control and weight reduction: a database analysis of dosing effects in Japanese individuals with type 2 diabetes by Mizuki Ishiguro, Rimei Nishimura

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Monitoring the effect of upwelling on the chlorophyll <i>a</i> distribution in the Gulf of Finland (Baltic Sea) using remote sensing and in situ data by Laura Raag, Liis Sipelgas, Jaan Laanemets, Rivo Uiboupin, Inga Lips

“…The MERIS data were processed with an algorithm developed by the Free University of Berlin (FUB) for case 2 waters. …”
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Analysis of the Effect of Energy Consumption on Current Account Deficit Using Panel Data: Evidence from the Organization of the Black Sea Economic Cooperation by Emre Kılıç, Ersin Yavuz, Şevket Pazarcı, Alican Umut

“…This study examines the relationship between current account deficit and energy consumption among countries in the Organization of the Black Sea Economic Cooperation (BSEC), with total energy consumption data as an independent variable. Since data for BSEC countries are only available up to 2014, 1992–2014 is the sample period examined. …”
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Combined effect of hypertension and smoking on the death risk: data from a long-term 34-year prospective observation of Tomsk population by I. V. Dolgalev, A. Yu. Ivanova, Yu. Ch. Kim

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Effect of aspirin use on conversion risk from mild cognitive impairment to Alzheimer’s disease by Bo Kyu Choi, Yeonju Jin, Hokyung Lee, Sung-Woo Kim, Sung-Woo Kim, Sojeong Park, Ickpyo Hong, Min Seok Baek, Min Seok Baek

“…To evaluate the association between aspirin, use and the risk of conversion to Alzheimer’s disease dementia among individuals diagnosed with mild cognitive impairment.MethodsIn this retrospective population-based cohort study, we used the Korean National Health Insurance Service database to collect data on patients with mild cognitive impairment enrolled between 2013 and 2016 and followed up until 2021. …”
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Effective defense against physically embedded backdoor attacks via clustering-based filtering by Mohammed Kutbi

“…In such attacks, adversaries embed malicious behaviors triggered by specific patterns in the training data, causing models to misclassify whenever the trigger is present. …”
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The Impact of Business Intelligence and Analytics Adoption on Decision Making Effectiveness and Managerial Work Performance by Luminița Hurbean, Florin Militaru, Mihaela Muntean, Doina Danaiata

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Problems and Prospects of Regulating Relations within a Deal Effected with Participation of Artificial Intelligence by D. A. Kazantsev

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Effects of Climate Change on Wind Power Generation: A Case Study for the German Bight by Reinhold Lehneis

“…To better assess the impact on existing onshore wind turbines, spatially and temporally resolved data on their power generation are required. In order to create such disaggregated data, this study uses a physical simulation model and climate data modified for the RCP 2.6, RCP 4.5, and RCP 8.5 scenarios. …”
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Features of the magnetorefractive effect in Co–Si nanocomposites by A. N. Yurasov, R. Kulgunina, M. M. Yashin, M. A. Simdyanova

“…The reliability of the methods is confirmed by a comparison of the obtained results with empirical data. The value of the obtained results consists in the good agreement of all the calculated parameters of the discussed nanocomposite and the form of the spectral dependencies of the MRE with the results of various experiments.Conclusions. …”
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Long-term effects of enhanced external counterpulsation in the management of patients with coronary artery disease complicated by heart failure: data from the EXCEL study by A. S. Lishuta, O. A. Slepova, N. S. Nikolaeva, E. V. Privalova, Yu. N. Belenkov

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Future cost-effectiveness and equity of the NHS Health Check cardiovascular disease prevention programme: Microsimulation modelling using data from Liverpool, UK. by Chris Kypridemos, Brendan Collins, Philip McHale, Helen Bromley, Paula Parvulescu, Simon Capewell, Martin O'Flaherty

“…Using local and national data, as well as drawing on health and social care disease costs and health-state utilities, we modelled 5 scenarios from 2017 to 2040: Scenario (A): continuing current implementation of NHS Health Check;Scenario (B): implementation 'targeted' toward areas in the most deprived quintile with increased coverage and uptake;Scenario (C): 'optimal' implementation assuming optimal coverage, uptake, treatment, and lifestyle change;Scenario (D): scenario A combined with structural population-wide interventions targeting unhealthy diet and smoking;Scenario (E): scenario B combined with the structural interventions as above. …”
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The Mediating Effect of Innovation Capabilities, Information Quality and Supply Chain Resilience in the Relationship Between Big Data Analytics Capability (BDAC) and Healthcare Performance by Mohammad Rakibul Islam Bhuiyan, Most. Sadia Akter, Al- Amin, Rashed Hossain

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A Scalable Data-Driven Surrogate Model for 3D Dynamic Wind Farm Wake Prediction Using Physics-Inspired Neural Networks and Wind Box Decomposition by Qiuyu Lu, Yuqi Cao, Pingping Xie, Ying Chen, Yingming Lin

“…This paper proposes a novel data-driven surrogate modeling framework to bridge this gap, leveraging Neural Networks (NNs) trained on data from the high-fidelity SOWFA (simulator for wind farm applications) tool. …”
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Spatiotemporal Analysis of Air Pollution and Climate Change Effects on Urban Green Spaces in Bucharest Metropolis by Maria Zoran, Dan Savastru, Marina Tautan, Daniel Tenciu, Alexandru Stanciu

“…Through the synergy of time series in situ air pollution and climate data, and derived vegetation biophysical variables from MODIS Terra/Aqua satellite data, this study applied statistical regression, correlation, and linear trend analysis to assess linear relationships between variables and their pairwise associations. …”
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Investigating the Effect of Knowledge-Based Indicators on the Efficiency of Agricultural Production Cooperative Companies in Mazandaran Province by somayeh shirzadi laskookalayeh, Parvin Ghaderinejad

“…Therefore, the current research was conducted with the aim of investigating the state of using new science and modern equipment in the agricultural sector and their effect on the efficiency of cooperatives.Methodology/approach: In this study, the types of efficiency of 29 rural production cooperative companies in Mazandaran province are measured using Data Envelopment Analysis method. …”
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